TABLE 3
The averaged community detection errors of competing methods over 50 independent replications with their standard errors in Example 3.
| μ | SBIM | SCM | MLE | LSE | LMF | COR |
|---|---|---|---|---|---|---|
| 2 |  | 0.2365(0.0129) |  |  | 0.2441(0.0069) | 0.3887(0.0033) |
| 3 |  | 0.2627(0.0126) | 0.0084(0.0049) | 0.0091(0.0052) | 0.2705(0.0164) | 0.3886(0.0032) |
| 4 |  | 0.3088(0.0116) | 0.0405(0.0085) | 0.0532(0.0104) | 0.3395(0.0111) | 0.3897(0.0032) |
| 5 |  | 0.3638(0.0081) | 0.1279(0.0170) | 0.2120(0.0177) | 0.3939(0.0065) | 0.3900(0.0032) |
| μ | SBIM | SCM | MLE | LSE | LMF | COR |
|---|---|---|---|---|---|---|
| 2 | | 0.2365(0.0129) | | | 0.2441(0.0069) | 0.3887(0.0033) |
| 3 | | 0.2627(0.0126) | 0.0084(0.0049) | 0.0091(0.0052) | 0.2705(0.0164) | 0.3886(0.0032) |
| 4 | | 0.3088(0.0116) | 0.0405(0.0085) | 0.0532(0.0104) | 0.3395(0.0111) | 0.3897(0.0032) |
| 5 | | 0.3638(0.0081) | 0.1279(0.0170) | 0.2120(0.0177) | 0.3939(0.0065) | 0.3900(0.0032) |
Note: The best performer in each case is bold-faced.
TABLE 3
The averaged community detection errors of competing methods over 50 independent replications with their standard errors in Example 3.
| μ | SBIM | SCM | MLE | LSE | LMF | COR |
|---|---|---|---|---|---|---|
| 2 | | 0.2365(0.0129) | | | 0.2441(0.0069) | 0.3887(0.0033) |
| 3 | | 0.2627(0.0126) | 0.0084(0.0049) | 0.0091(0.0052) | 0.2705(0.0164) | 0.3886(0.0032) |
| 4 | | 0.3088(0.0116) | 0.0405(0.0085) | 0.0532(0.0104) | 0.3395(0.0111) | 0.3897(0.0032) |
| 5 | | 0.3638(0.0081) | 0.1279(0.0170) | 0.2120(0.0177) | 0.3939(0.0065) | 0.3900(0.0032) |
| μ | SBIM | SCM | MLE | LSE | LMF | COR |
|---|---|---|---|---|---|---|
| 2 | | 0.2365(0.0129) | | | 0.2441(0.0069) | 0.3887(0.0033) |
| 3 | | 0.2627(0.0126) | 0.0084(0.0049) | 0.0091(0.0052) | 0.2705(0.0164) | 0.3886(0.0032) |
| 4 | | 0.3088(0.0116) | 0.0405(0.0085) | 0.0532(0.0104) | 0.3395(0.0111) | 0.3897(0.0032) |
| 5 | | 0.3638(0.0081) | 0.1279(0.0170) | 0.2120(0.0177) | 0.3939(0.0065) | 0.3900(0.0032) |
Note: The best performer in each case is bold-faced.
